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A New Gearbox Fault Diagnosis Method Based on Gramian Angular Field and ConvNeXt

Gramian Angular Field transforms gearbox time series into images for ConvNeXt classification, accurately diagnosing faults on the HUST dataset.

Wenqi Sun, Ruijie Zhu, Guoyuan Liang, Zhe Song

Published Jun 13, 2025 · 0 citations

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AI panel: 6 of 20 reviewers recommend it
lenient 4/5
medium 1/10
strict 1/5